Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "8" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 110 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 105 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 39.610725 | 0.089319 | 66.418458 | 15.203533 | 20.710743 | 4.935686 | 37.113016 | 18.963916 | 0.0520 | 0.7620 | 0.5498 | 1.298349 | 14.413841 |
| 2459593 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 39.200818 | 2.666235 | 79.779672 | 17.746459 | 31.613316 | 4.463915 | 25.406179 | 4.912706 | 0.0534 | 0.7152 | 0.5223 | 1.275883 | 4.786458 |
| 2459592 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.236107 | -0.142600 | 6.365571 | 3.026320 | 2.740959 | 0.413763 | 3.985188 | 0.019974 | 0.0305 | 0.0303 | 0.0016 | nan | nan |
| 2459591 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 34.276206 | 2.680672 | 94.379111 | 20.578676 | 27.298816 | 3.924831 | 14.360810 | 0.632566 | 0.0520 | 0.6647 | 0.4739 | 1.315229 | 4.458448 |
| 2459590 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 42.837846 | 3.081138 | 87.531133 | 19.143721 | 29.449848 | 2.816211 | 20.418128 | 1.209008 | 0.0565 | 0.6644 | 0.4720 | 1.364815 | 5.122294 |
| 2459589 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 37.174139 | 2.911480 | 81.539675 | 17.036062 | 17.160332 | 5.630025 | 23.756603 | 10.317020 | 0.0554 | 0.6819 | 0.5008 | 1.275393 | 4.260686 |
| 2459588 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 51.051606 | 1.473058 | 94.906870 | 20.254259 | 22.184300 | 9.766284 | 24.457037 | 10.119842 | 0.0582 | 0.7513 | 0.5737 | 1.301476 | 7.381974 |
| 2459587 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | 355.217662 | 356.200979 | inf | inf | 41.031463 | 104.998735 | 256.472113 | 584.668448 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 35.288995 | 1.084185 | 31.192099 | 1.304054 | 10.108088 | 0.762223 | 24.980337 | 0.593529 | 0.0574 | 0.6696 | 0.4788 | 1.303013 | 3.855584 |
| 2459585 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 28.821165 | 4.628988 | 10.085558 | 3.422734 | 9.153677 | 2.443907 | 9.298695 | 0.985941 | 0.0336 | 0.0324 | 0.0017 | 0.000000 | 0.000000 |
| 2459584 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 28.539483 | 20.933994 | 109.887754 | 6.877842 | 14.988926 | 21.904124 | -0.240608 | -0.372596 | 0.0493 | 0.6258 | 0.4599 | 2.435947 | 6.752058 |
| 2459583 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 16.335850 | 1.911317 | 34.539847 | 5.863555 | 20.057899 | 0.297646 | 0.135348 | 0.600149 | 0.0555 | 0.6547 | 0.4912 | 1.175721 | 2.952224 |
| 2459582 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 14.363806 | 1.837378 | 31.076782 | 5.452638 | 24.260506 | 0.476444 | 0.211524 | 0.367188 | 0.0516 | 0.6617 | 0.4907 | 1.265564 | 3.655128 |
| 2459581 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 20.038720 | 2.879038 | 36.026137 | 5.653056 | 19.050854 | 1.093099 | 0.421507 | 0.802857 | 0.0565 | 0.6600 | 0.5000 | 1.229730 | 3.500999 |
| 2459580 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.274098 | 1.842897 | 36.167140 | 5.956534 | 21.227010 | 0.821356 | -0.044938 | 0.345238 | 0.0582 | 0.6709 | 0.5000 | 1.266570 | 4.053651 |
| 2459579 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.001943 | 1.818281 | 40.960324 | 7.304221 | 23.622679 | 1.309710 | 1.317737 | 1.180900 | 0.0529 | 0.6688 | 0.4963 | 1.300327 | 4.378730 |
| 2459578 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.249096 | -0.674128 | 2.988420 | 0.283430 | 0.853749 | -0.400082 | 1.360251 | 0.008223 | 0.0320 | 0.0324 | 0.0020 | nan | nan |
| 2459577 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 19.650588 | 2.554101 | 33.452418 | 5.447868 | 21.145567 | 1.031515 | 0.275364 | 1.441709 | 0.0523 | 0.6727 | 0.5007 | 1.243665 | 3.848294 |
| 2459576 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.235327 | 2.032224 | 26.603285 | 4.588948 | 19.276441 | 2.514080 | 0.958042 | 1.464064 | 0.0546 | 0.6837 | 0.4511 | 0.000000 | 0.000000 |
| 2459575 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.527338 | 1.907397 | 26.319009 | 4.298915 | 15.810162 | 2.684336 | 7.234056 | 5.577169 | 0.0553 | 0.7365 | 0.4887 | 0.000000 | 0.000000 |
| 2459574 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 14.581538 | 1.950754 | 25.276812 | 4.210938 | 20.731773 | 2.362689 | 1.209036 | 0.949331 | 0.0515 | 0.6876 | 0.4266 | 1.175557 | 3.067526 |
| 2459573 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.237248 | 1.960351 | 43.493168 | 7.401122 | 24.924613 | -0.105742 | 0.935961 | 1.307561 | 0.0521 | 0.6604 | 0.4468 | 0.000000 | 0.000000 |
| 2459572 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 14.918845 | 2.276595 | 25.404212 | 4.246582 | 16.149599 | 0.018827 | 2.178431 | 1.948822 | 0.0527 | 0.6653 | 0.4480 | 1.032250 | 2.975392 |
| 2459571 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.696781 | -0.889692 | 2.899891 | 0.275194 | 1.408574 | -0.399309 | 1.259985 | 0.010981 | 0.0349 | 0.0343 | 0.0021 | nan | nan |
| 2459570 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 19.591640 | 2.179355 | 33.376017 | 4.891886 | 10.458570 | 5.315211 | 8.276976 | 6.709605 | 0.0652 | 0.7350 | 0.4705 | 1.146025 | 3.481087 |
| 2459566 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.047576 | 3.083020 | 33.158671 | 5.537882 | 19.074002 | 0.947161 | -0.272899 | 1.358299 | 0.0460 | 0.6641 | 0.4029 | 1.085614 | 1.171001 |
| 2459565 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | -2.569066 | -2.569066 | -2.410329 | -2.410329 | 0.475242 | 0.475242 | 0.005642 | 0.005642 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 14.393319 | 0.355239 | 35.176516 | -1.735105 | 2.399393 | -2.164899 | 0.589565 | 0.273504 | 0.0739 | 0.6831 | 0.5087 | 1.192269 | 2.588184 |
| 2459563 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 16.464635 | 3.542928 | 67.118976 | 14.537650 | 19.688218 | 7.989742 | 2.758971 | -0.680182 | 0.0684 | 0.6623 | 0.5044 | 0.000000 | 0.000000 |
| 2459562 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.781510 | -0.259364 | 17.358835 | -1.362550 | 2.586606 | -2.741947 | 1.032550 | -0.685673 | 0.0737 | 0.6764 | 0.5007 | 1.224871 | 2.856304 |
| 2459561 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.502064 | 0.433237 | 16.534391 | -0.808116 | 2.857381 | -2.418438 | 1.562924 | -1.488094 | 0.0781 | 0.6788 | 0.5063 | 0.000000 | 0.000000 |
| 2459560 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.537169 | 0.106493 | 16.984166 | -1.013783 | 2.694823 | -1.741642 | 1.073938 | -0.899587 | 0.0712 | 0.6716 | 0.4915 | 1.191189 | 3.114772 |
| 2459559 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 12.875515 | 0.478360 | 18.553840 | -0.590694 | 3.054894 | -1.500748 | 1.321843 | -1.055236 | 0.0728 | 0.6823 | 0.5188 | 1.259002 | 2.582868 |
| 2459558 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 17.769624 | 3.808668 | 34.806290 | 7.438981 | 21.818333 | 7.201041 | 1.846636 | -0.956972 | 0.0701 | 0.6746 | 0.5193 | 1.252977 | 2.698030 |
| 2459557 | dish_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0353 | 0.0318 | 0.0023 | nan | nan |
| 2459556 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 18.253402 | 4.069346 | 37.618447 | 7.638566 | 19.794468 | 6.391927 | 3.700387 | -1.738699 | 0.0756 | 0.6827 | 0.5214 | 1.262006 | 2.785280 |
| 2459554 | dish_ok | - | 100.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0689 | 0.6715 | 0.5177 | nan | nan |
| 2459553 | dish_ok | - | 100.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0740 | 0.6784 | 0.5262 | nan | nan |
| 2459552 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 20.761523 | 6.497183 | 50.781812 | 11.127318 | 29.386715 | 11.984101 | 3.527105 | 0.227707 | 0.0624 | 0.6640 | 0.5169 | 0.000000 | 0.000000 |
| 2459551 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.334238 | 1.474874 | 20.561456 | -1.052761 | 3.588064 | -2.283818 | 1.402718 | -0.867838 | 0.0687 | 0.6580 | 0.5027 | 1.247798 | 2.568263 |
| 2459550 | dish_ok | - | 98.35% | 98.35% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0460 | 0.0457 | -0.0002 | nan | nan |
| 2459549 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 15.243234 | 4.771043 | 38.200124 | 7.811065 | 21.170234 | 8.289427 | 1.658005 | -0.414926 | 0.0626 | 0.6603 | 0.5081 | 1.202875 | 2.543542 |
| 2459542 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 22.231793 | 6.150513 | 77.093903 | 16.099555 | 1.152338 | 0.511782 | 1.175834 | -0.755217 | 0.0738 | 0.7102 | 0.5295 | 1.256825 | 3.589960 |
| 2459541 | dish_ok | 100.00% | 99.55% | 1.79% | 0.00% | 100.00% | 0.00% | 11.331828 | 6.230799 | 38.278561 | 9.154315 | 223.662534 | 7.458939 | 8.067976 | 2.680355 | 0.0977 | 0.6917 | 0.5123 | 1.201104 | 3.120922 |
| 2459540 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 14.826550 | 6.741846 | 17.271610 | 0.300952 | 4.023757 | -0.977869 | 0.842519 | -0.736382 | 0.0771 | 0.6834 | 0.5044 | 1.227501 | 2.451697 |
| 2459536 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 27.467610 | 11.794911 | 66.075965 | 13.201017 | 29.286349 | 14.206029 | 3.199970 | -0.717797 | 0.0665 | 0.6821 | 0.4467 | 1.224699 | 3.260425 |
| 2459535 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.378844 | 5.153288 | 16.056884 | 0.150234 | 2.109394 | -0.759312 | 0.496727 | -0.785605 | 0.0753 | 0.7073 | 0.4605 | 1.250913 | 2.472350 |
| 2459534 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 12.069657 | 5.465826 | 14.918877 | -0.700776 | 2.348678 | -1.489137 | 0.360096 | -0.756984 | 0.0644 | 0.7080 | 0.3592 | 1.241115 | 2.696643 |
| 2459533 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 19.085924 | 10.167596 | 35.569680 | 7.976796 | 18.166743 | 8.386759 | 1.914692 | -0.573007 | 0.0634 | 0.6626 | 0.3980 | 1.262083 | 2.608333 |
| 2459532 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 22.420452 | 11.607313 | 47.924194 | 10.184642 | 22.804366 | 11.122970 | 1.267857 | -0.847826 | 0.0664 | 0.6585 | 0.4001 | 1.294155 | 2.858821 |
| 2459530 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.054065 | 4.969308 | 15.158113 | -0.784496 | 3.614633 | -1.463970 | 0.779105 | -0.730929 | 0.0806 | 0.6805 | 0.3904 | 1.218002 | 2.539717 |
| 2459527 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459523 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459513 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.943356 | 2.752290 | 3.141360 | 3.044505 | 1.074977 | 1.583235 | 2.727996 | 0.688463 | 0.0353 | 0.0355 | 0.0024 | nan | nan |
| 2459508 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 28.208606 | 4.932054 | 50.206564 | 6.402014 | 18.255904 | 5.460779 | 12.063879 | 7.149656 | 0.1282 | 0.8941 | 0.6478 | 0.000000 | 0.000000 |
| 2459505 | dish_ok | 100.00% | 100.00% | 0.00% | 0.00% | 100.00% | 0.00% | 24.749702 | 3.401947 | 47.237739 | 7.398041 | 7.707390 | 2.733505 | 2.240218 | 0.183853 | 0.0788 | 0.8318 | 0.5640 | 1.208692 | 5.766649 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 1.501406 | 1.501317 | 1.501317 | 1.501406 | 1.501406 | 1.172316 | 1.172316 | 1.161680 | 1.161680 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 73.641135 | 18.536698 | 2.929157 | 73.641135 | 14.686628 | 22.238078 | 4.015213 | 0.533895 | 1.613677 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 82.022241 | 3.867003 | 22.192192 | 16.292851 | 82.022241 | 5.631533 | 29.005572 | 1.844265 | 1.980042 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 72.964876 | 24.635577 | 4.547399 | 72.964876 | 14.557675 | 36.132732 | 5.454351 | 2.670817 | 2.538628 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 83.728739 | 21.716733 | 3.860253 | 83.728739 | 16.555499 | 28.872001 | 5.876470 | 3.456556 | 3.354118 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 67.639348 | 2.805517 | 17.501033 | 13.632815 | 67.639348 | 3.687849 | 25.311079 | 1.987361 | 2.535675 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Temporal Variability | 1.924913 | 1.778325 | 1.778325 | 1.787077 | 1.787077 | 1.924913 | 1.924913 | 1.891472 | 1.891472 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 62.907284 | 2.988760 | 17.821549 | 12.460324 | 62.907284 | 5.373544 | 28.810875 | 5.793417 | 4.620004 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 69.503647 | 18.032546 | 2.917702 | 69.503647 | 14.224138 | 30.716978 | 3.700656 | 0.660368 | 0.868033 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 63.078755 | 3.274323 | 21.030399 | 13.008564 | 63.078755 | 4.761787 | 38.174719 | 2.868321 | 2.668892 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 122.012939 | 2.880019 | 19.952100 | 24.850571 | 122.012939 | 2.972084 | 19.879086 | 1.444895 | 1.296759 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 74.993807 | 4.696882 | 18.484315 | 13.974733 | 74.993807 | 6.260341 | 27.460080 | 4.296871 | 6.925482 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Shape | 13.526103 | 6.219192 | 13.526103 | 5.386019 | 10.270543 | 2.927763 | 2.709411 | 1.346326 | 3.205263 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 70.777441 | 2.169680 | 16.500190 | 14.348077 | 70.777441 | 5.187069 | 31.244599 | 0.982402 | 0.633260 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 77.804367 | 2.517071 | 19.686158 | 16.098233 | 77.804367 | 4.819396 | 31.052098 | 3.035406 | 2.467723 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 69.237417 | 16.063803 | 2.495407 | 69.237417 | 13.733806 | 32.036478 | 6.313378 | 4.048878 | 2.313915 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 106.327700 | 2.613782 | 17.457246 | 22.208511 | 106.327700 | 5.819507 | 35.175434 | 1.303217 | 1.995949 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 66.944545 | 19.311253 | 2.554475 | 66.944545 | 13.632559 | 25.060622 | 3.526532 | 1.557122 | 3.781901 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 73.752466 | 20.484093 | 2.837597 | 73.752466 | 14.861920 | 23.912595 | 3.818567 | 1.256498 | 4.106220 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 73.874489 | 32.246818 | 2.307879 | 73.874489 | 15.775367 | 47.196777 | 6.431873 | 71.570369 | 4.753111 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 53.052476 | 34.732544 | 2.606751 | 53.052476 | 11.028938 | 26.450196 | 2.492113 | 32.746569 | 1.950607 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 68.709013 | 40.841734 | 2.530490 | 68.709013 | 14.360276 | 27.927797 | 4.259100 | 30.059450 | 7.604653 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 85.446275 | 2.734385 | 42.748559 | 18.177439 | 85.446275 | 2.256368 | 25.279045 | 1.700600 | 28.896097 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 98.377077 | 2.376664 | 35.751009 | 20.857688 | 98.377077 | 3.319438 | 29.917497 | 2.238110 | 12.441433 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Temporal Variability | 38.160794 | 4.983532 | 10.465870 | 12.473815 | 24.121911 | 16.205992 | 38.160794 | -0.817344 | -2.613049 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Temporal Discontinuties | 1.964659 | 1.393966 | -0.538046 | -0.078043 | -0.413710 | 0.600477 | -0.474095 | 1.964659 | 0.353616 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 82.840279 | 43.071196 | 2.485475 | 82.840279 | 17.214497 | 35.427936 | 6.673755 | 35.063948 | 5.553756 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 84.939814 | 17.034716 | 3.435297 | 84.939814 | 17.393912 | 11.127310 | 0.687269 | 2.970822 | 2.587021 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 100.045054 | 2.527568 | 36.751814 | 21.964847 | 100.045054 | 1.613666 | 21.835120 | 1.400653 | 30.199960 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 78.431197 | 27.367855 | 2.793924 | 78.431197 | 17.375617 | 30.811865 | 2.603653 | 17.082345 | 1.996256 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 87.745263 | 2.264375 | 32.976446 | 19.645001 | 87.745263 | 2.241613 | 24.401472 | 3.404967 | 34.423689 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 70.978143 | 4.070726 | 33.393985 | 15.721062 | 70.978143 | 1.172215 | 29.148440 | 2.157687 | 15.341874 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 83.891050 | 4.337156 | 48.337476 | 14.910013 | 83.891050 | 19.625424 | 19.889656 | 20.266575 | 27.473525 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 66.418458 | 39.610725 | 0.089319 | 66.418458 | 15.203533 | 20.710743 | 4.935686 | 37.113016 | 18.963916 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 79.779672 | 39.200818 | 2.666235 | 79.779672 | 17.746459 | 31.613316 | 4.463915 | 25.406179 | 4.912706 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 6.365571 | -0.142600 | 3.236107 | 3.026320 | 6.365571 | 0.413763 | 2.740959 | 0.019974 | 3.985188 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 94.379111 | 2.680672 | 34.276206 | 20.578676 | 94.379111 | 3.924831 | 27.298816 | 0.632566 | 14.360810 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 87.531133 | 42.837846 | 3.081138 | 87.531133 | 19.143721 | 29.449848 | 2.816211 | 20.418128 | 1.209008 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 81.539675 | 2.911480 | 37.174139 | 17.036062 | 81.539675 | 5.630025 | 17.160332 | 10.317020 | 23.756603 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 94.906870 | 51.051606 | 1.473058 | 94.906870 | 20.254259 | 22.184300 | 9.766284 | 24.457037 | 10.119842 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | nn Power | inf | 356.200979 | 355.217662 | inf | inf | 104.998735 | 41.031463 | 584.668448 | 256.472113 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Shape | 35.288995 | 35.288995 | 1.084185 | 31.192099 | 1.304054 | 10.108088 | 0.762223 | 24.980337 | 0.593529 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Shape | 28.821165 | 28.821165 | 4.628988 | 10.085558 | 3.422734 | 9.153677 | 2.443907 | 9.298695 | 0.985941 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 109.887754 | 28.539483 | 20.933994 | 109.887754 | 6.877842 | 14.988926 | 21.904124 | -0.240608 | -0.372596 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 34.539847 | 16.335850 | 1.911317 | 34.539847 | 5.863555 | 20.057899 | 0.297646 | 0.135348 | 0.600149 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 31.076782 | 1.837378 | 14.363806 | 5.452638 | 31.076782 | 0.476444 | 24.260506 | 0.367188 | 0.211524 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 36.026137 | 20.038720 | 2.879038 | 36.026137 | 5.653056 | 19.050854 | 1.093099 | 0.421507 | 0.802857 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 36.167140 | 1.842897 | 15.274098 | 5.956534 | 36.167140 | 0.821356 | 21.227010 | 0.345238 | -0.044938 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 40.960324 | 15.001943 | 1.818281 | 40.960324 | 7.304221 | 23.622679 | 1.309710 | 1.317737 | 1.180900 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 2.988420 | 2.249096 | -0.674128 | 2.988420 | 0.283430 | 0.853749 | -0.400082 | 1.360251 | 0.008223 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 33.452418 | 2.554101 | 19.650588 | 5.447868 | 33.452418 | 1.031515 | 21.145567 | 1.441709 | 0.275364 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 26.603285 | 2.032224 | 15.235327 | 4.588948 | 26.603285 | 2.514080 | 19.276441 | 1.464064 | 0.958042 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 26.319009 | 1.907397 | 15.527338 | 4.298915 | 26.319009 | 2.684336 | 15.810162 | 5.577169 | 7.234056 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 25.276812 | 14.581538 | 1.950754 | 25.276812 | 4.210938 | 20.731773 | 2.362689 | 1.209036 | 0.949331 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 43.493168 | 1.960351 | 15.237248 | 7.401122 | 43.493168 | -0.105742 | 24.924613 | 1.307561 | 0.935961 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 25.404212 | 2.276595 | 14.918845 | 4.246582 | 25.404212 | 0.018827 | 16.149599 | 1.948822 | 2.178431 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 2.899891 | -0.889692 | 1.696781 | 0.275194 | 2.899891 | -0.399309 | 1.408574 | 0.010981 | 1.259985 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 33.376017 | 2.179355 | 19.591640 | 4.891886 | 33.376017 | 5.315211 | 10.458570 | 6.709605 | 8.276976 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 33.158671 | 3.083020 | 15.047576 | 5.537882 | 33.158671 | 0.947161 | 19.074002 | 1.358299 | -0.272899 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | nn Temporal Variability | 0.475242 | -2.569066 | -2.569066 | -2.410329 | -2.410329 | 0.475242 | 0.475242 | 0.005642 | 0.005642 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 35.176516 | 14.393319 | 0.355239 | 35.176516 | -1.735105 | 2.399393 | -2.164899 | 0.589565 | 0.273504 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 67.118976 | 16.464635 | 3.542928 | 67.118976 | 14.537650 | 19.688218 | 7.989742 | 2.758971 | -0.680182 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 17.358835 | 10.781510 | -0.259364 | 17.358835 | -1.362550 | 2.586606 | -2.741947 | 1.032550 | -0.685673 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 16.534391 | 11.502064 | 0.433237 | 16.534391 | -0.808116 | 2.857381 | -2.418438 | 1.562924 | -1.488094 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 16.984166 | 10.537169 | 0.106493 | 16.984166 | -1.013783 | 2.694823 | -1.741642 | 1.073938 | -0.899587 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 18.553840 | 12.875515 | 0.478360 | 18.553840 | -0.590694 | 3.054894 | -1.500748 | 1.321843 | -1.055236 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 34.806290 | 3.808668 | 17.769624 | 7.438981 | 34.806290 | 7.201041 | 21.818333 | -0.956972 | 1.846636 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 37.618447 | 4.069346 | 18.253402 | 7.638566 | 37.618447 | 6.391927 | 19.794468 | -1.738699 | 3.700387 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 50.781812 | 6.497183 | 20.761523 | 11.127318 | 50.781812 | 11.984101 | 29.386715 | 0.227707 | 3.527105 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 20.561456 | 1.474874 | 10.334238 | -1.052761 | 20.561456 | -2.283818 | 3.588064 | -0.867838 | 1.402718 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 38.200124 | 15.243234 | 4.771043 | 38.200124 | 7.811065 | 21.170234 | 8.289427 | 1.658005 | -0.414926 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 77.093903 | 6.150513 | 22.231793 | 16.099555 | 77.093903 | 0.511782 | 1.152338 | -0.755217 | 1.175834 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Temporal Variability | 223.662534 | 6.230799 | 11.331828 | 9.154315 | 38.278561 | 7.458939 | 223.662534 | 2.680355 | 8.067976 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 17.271610 | 6.741846 | 14.826550 | 0.300952 | 17.271610 | -0.977869 | 4.023757 | -0.736382 | 0.842519 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 66.075965 | 11.794911 | 27.467610 | 13.201017 | 66.075965 | 14.206029 | 29.286349 | -0.717797 | 3.199970 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 16.056884 | 11.378844 | 5.153288 | 16.056884 | 0.150234 | 2.109394 | -0.759312 | 0.496727 | -0.785605 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 14.918877 | 5.465826 | 12.069657 | -0.700776 | 14.918877 | -1.489137 | 2.348678 | -0.756984 | 0.360096 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 35.569680 | 19.085924 | 10.167596 | 35.569680 | 7.976796 | 18.166743 | 8.386759 | 1.914692 | -0.573007 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 47.924194 | 22.420452 | 11.607313 | 47.924194 | 10.184642 | 22.804366 | 11.122970 | 1.267857 | -0.847826 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 15.158113 | 4.969308 | 11.054065 | -0.784496 | 15.158113 | -1.463970 | 3.614633 | -0.730929 | 0.779105 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 3.141360 | 2.752290 | 1.943356 | 3.044505 | 3.141360 | 1.583235 | 1.074977 | 0.688463 | 2.727996 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 50.206564 | 4.932054 | 28.208606 | 6.402014 | 50.206564 | 5.460779 | 18.255904 | 7.149656 | 12.063879 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 72.959807 | 28.557969 | 5.769521 | 72.959807 | 9.058152 | 24.362427 | 9.277619 | 9.578156 | -2.210127 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | 2 | dish_ok | ee Power | 47.237739 | 3.401947 | 24.749702 | 7.398041 | 47.237739 | 2.733505 | 7.707390 | 0.183853 | 2.240218 |